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185
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CORR
2008
Springer
15 years 6 months ago
2008
Springer
Abstract. We propose a number of techniques for learning a global ranking from data that may be incomplete and imbalanced -- characteristics that are almost universal to modern dat...
162
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BMCBI
2006
2006
Searching for interpretable rules for disease mutations: a simulated annealing bump hunting strategy
15 years 6 months ago
Background: Understanding how amino acid substitutions affect protein functions is critical for the study of proteins and their implications in diseases. Although methods have bee...
173
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BMCBI
2006
15 years 6 months ago
2006
Background: Diverse modeling approaches viz. neural networks and multiple regression have been followed to date for disease prediction in plant populations. However, due to their ...
180
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BMCBI
2006
15 years 6 months ago
2006
Background: Several entropy-based methods have been developed for scoring sequence conservation in protein multiple sequence alignments. High scoring amino acid positions may corr...
198
click to vote
CORR
2006
Springer
15 years 6 months ago
2006
Springer
Fitness functions based on test cases are very common in Genetic Programming (GP). This process can be assimilated to a learning task, with the inference of models from a limited n...